Title :
Where SOA Meets the Semantic Reasoning
Author :
Cheptsov, Alexey ; Wesner, Stefan
Author_Institution :
High Performance Comput. Center Stuttgart (HLRS), Stuttgart, Germany
Abstract :
Reasoning is one of the essential application areas of the modern Semantic Web. Nowadays, the semantic reasoning algorithms are facing significant challenges when dealing with the emergence of the Internet-scale knowledge bases, comprising extremely large amounts of data. The traditional reasoning approaches have only been approved for small, closed, trustworthy, consistent, coherent and static data domains. As such, they are not well-suited to be applied in data-intensive applications aiming on the Internet scale. We introduce the Large Knowledge Collider as a platform solution that leverages the service-oriented approach to implement a new reasoning technique, capable of dealing with exploding volumes of the rapidly growing data universe, in order to be able to take advantages of the large-scale and on-demand elastic infrastructures such as high performance computing or cloud technology.
Keywords :
inference mechanisms; semantic Web; service-oriented architecture; Internet-scale knowledge bases; SOA; cloud technology; data-intensive applications; high performance computing; large knowledge collider; modern semantic Web; on-demand elastic infrastructures; semantic reasoning algorithms; service-oriented approach; Cognition; Engines; Resource description framework; Scalability; Semantics; Service oriented architecture; Big Data; Distribution; Parallelization; Performance; Reasoning; Semantic Web;
Conference_Titel :
Complex, Intelligent and Software Intensive Systems (CISIS), 2012 Sixth International Conference on
Conference_Location :
Palermo
Print_ISBN :
978-1-4673-1233-2
DOI :
10.1109/CISIS.2012.103